Researching
what comes next.
Cyravex Labs explores cybersecurity, AI, detection, automation, deception, and emerging digital systems through authentic research, open-source tools, and experimental technology.
Active Research Themes
The technical questions and security engineering domains actively explored by Cyravex Labs.
AI Safety & Non-Deterministic Security
Investigating prompt injection defense-in-depth, vector store poisoning mitigation, and autonomous agent sandboxing.
API & Microservice Authorization
Developing novel heuristics to detect broken object-level authorization (BOLA) and multi-tenant isolation failures in distributed architectures.
Detection Engineering & Deception
Engineering high-fidelity tripwires, decoy credentials, and automated detection rule pipelines that minimize alert fatigue.
Secure Software Architecture
Exploring pragmatic patterns that embed authentication, cryptographic hygiene, and least privilege into modern development frameworks.
Featured Projects & Open-Source Tooling
Real tools and prototypes built to solve challenging cybersecurity and software engineering problems.
PromptShield: RAG Context Isolation Benchmark
"Can indirect prompt injections be reliably neutralized at the vector database retrieval stage through context token partitioning?"
Evaluating multi-layer sanitization techniques to prevent retrieved untrusted documents from executing unauthorized tool calls.
BOLA-Hunter: GraphQL Authorization Analyzer
"How can deep AST inspection identify field-level authorization omissions in multi-role GraphQL schemas automatically?"
An automated security analysis utility that parses GraphQL schema definitions and tests cross-tenant IDOR/BOLA authorization matrix states.
CanaryTrace: Cloud Deception Token Generator
"What is the optimal latency and signal-to-noise ratio for deployed fake IAM credentials during adversary reconnaissance?"
A lightweight infrastructure-as-code module that provisions deceptive decoy IAM roles, fake API keys, and monitored S3 buckets to trigger high-fidelity alerts.
Apply Research Insights to Your Infrastructure
Want to test your applications or AI architectures against the latest vulnerabilities explored in Cyravex Labs? Request a penetration test or AI safety review.
Explore Cyravex SecurityBuild Systems Powered by Modern Tech
Need secure, scalable web platforms, internal business portals, or AI workflow automation engineered from the ground up?
Explore Cyravex EngineeringInterested in Technical Collaboration or Research?
Cyravex Labs welcomes collaboration with researchers, open-source contributors, and technical partners.